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Steven W. D. Chien
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NVIDIA Tensor Core Programmability, Performance & Precision
S Markidis, SWD Chien, E Laure, IB Peng, JS Vetter
2018 IEEE International Parallel and Distributed Processing Symposium …, 2018
4252018
Characterizing deep-learning I/O workloads in TensorFlow
SWD Chien, S Markidis, CP Sishtla, L Santos, P Herman, ...
2018 IEEE/ACM 3rd International Workshop on Parallel Data Storage & Data …, 2018
642018
Performance Evaluation of Advanced Features in CUDA Unified Memory
SWD Chien, IB Peng, S Markidis
2019 IEEE/ACM Workshop on Memory Centric High Performance Computing (MCHPC …, 2019
552019
Automated classification of plasma regions using 3D particle energy distributions
V Olshevsky, YV Khotyaintsev, A Lalti, A Divin, GL Delzanno, S Anderzén, ...
Journal of Geophysical Research: Space Physics, e2021JA029620, 2019
242019
Benchmarking the Nvidia GPU Lineage: From Early K80 to Modern A100 with Asynchronous Memory Transfers
M Svedin, SWD Chien, G Chikafa, N Jansson, A Podobas
Proceedings of the 11th International Symposium on Highly Efficient …, 2021
222021
TensorFlow doing HPC
SWD Chien, S Markidis, V Olshevsky, Y Bulatov, E Laure, J Vetter
2019 IEEE International Parallel and Distributed Processing Symposium …, 2019
222019
tf-Darshan: Understanding Fine-grained I/O Performance in Machine Learning Workloads
SWD Chien, A Podobas, IB Peng, S Markidis
2020 IEEE International Conference on Cluster Computing (CLUSTER), 359-370, 2020
182020
Posit NPB: Assessing the Precision Improvement in HPC Scientific Applications
SWD Chien, IB Peng, S Markidis
PPAM 2019: Parallel Processing and Applied Mathematics, 301-310, 2020
152020
PolyPIC: the polymorphic-particle-in-cell method for fluid-kinetic coupling
S Markidis, V Olshevsky, CP Sishtla, SWD Chien, E Laure, G Lapenta
Frontiers in Physics 6, 100, 2018
152018
The SAGE project: a storage centric approach for exascale computing
S Narasimhamurthy, N Danilov, S Wu, G Umanesan, SWD Chien, ...
Proceedings of the 15th ACM International Conference on Computing Frontiers …, 2018
152018
The role of interactive super-computing in using hpc for urgent decision making
N Brown, R Nash, G Gibb, B Prodan, M Kontak, V Olshevsky, WD Chien
International Conference on High Performance Computing, 528-540, 2019
142019
In situ visualization of large-scale turbulence simulations in Nek5000 with ParaView Catalyst
M Atzori, W Köpp, SWD Chien, D Massaro, F Mallor, A Peplinski, ...
The Journal of Supercomputing, 1-16, 2021
112021
Utilising urgent computing to tackle the spread of mosquito-borne diseases
N Brown, R Nash, P Poletti, G Guzzetta, M Manica, A Zardini, M Flatken, ...
2021 IEEE/ACM HPC for Urgent Decision Making (UrgentHPC), 36-44, 2021
92021
An Evaluation of the TensorFlow programming model for solving traditional HPC problems
SWD Chien, CP Sishtla, S Markidis, Z Jun, IB Peng, E Laure
International Conference on Exascale Applications and Software, 34, 2018
92018
sputniPIC: an Implicit Particle-in-Cell Code for Multi-GPU Systems
SWD Chien, J Nylund, G Bengtsson, IB Peng, A Podobas, S Markidis
2020 IEEE 32nd International Symposium on Computer Architecture and High …, 2020
82020
StreamBrain: An HPC Framework for Brain-like Neural Networks on CPUs, GPUs and FPGAs
A Podobas, M Svedin, SWD Chien, IB Peng, NB Ravichandran, P Herman, ...
Proceedings of the 11th International Symposium on Highly Efficient …, 2021
62021
Exploring scientific application performance using large scale object storage
SW Chien, S Markidis, R Karim, E Laure, S Narasimhamurthy
International Conference on High Performance Computing, 117-130, 2018
52018
Multi-GPU acceleration of the iPIC3D implicit particle-in-cell code
CP Sishtla, SWD Chien, V Olshevsky, E Laure, S Markidis
Computational Science–ICCS 2019: 19th International Conference, Faro …, 2019
42019
Particle-in-cell simulations of plasma dynamics in cometary environment
CP Sishtla, V Olshevsky, SWD Chien, S Markidis, E Laure
Journal of Physics: Conference Series 1225 (1), 012009, 2019
32019
NoaSci: A Numerical Object Array Library for I/O of Scientific Applications on Object Storage
SWD Chien, A Podobas, M Svedin, A Tkachuk, S El Sayed, P Herman, ...
2022 30th Euromicro International Conference on Parallel, Distributed and …, 2022
22022
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